Frogslayer - AI/ML Development
Rescuing failed software projects is a specific business, and firms that advertise it tend to have seen things go wrong. Frogslayer positions around exactly that alongside new builds, working with mid-market companies from Texas since 2010. Its review base contains a criticism that a rescue specialist should be asked about directly.
What They Actually Do
The firm sells senior judgement alongside engineering capacity.
The firm designs, builds, and scales custom software, and takes over projects that have stalled elsewhere. Recent positioning centres on AI consulting delivered as a retained senior partner rather than project delivery.
One documented engagement built an email-reading automation system against a defined accuracy target, reportedly reaching eighty percent within two weeks and clearing ninety-five percent by delivery.
Services on Offer
- Custom software development — New builds and scaling existing systems.
- Project rescue — Taking over stalled work, an explicit part of the positioning.
- AI consulting on retainer — Senior advisory delivered monthly, with plans reportedly starting around two thousand five hundred dollars.
- Automation implementation — Building the systems the consulting identifies.
- Application support — Ongoing management after delivery.
- Strategic advisory — Business guidance alongside engineering, which reviewers cite repeatedly.
- Infrastructure and operations — Deployment and managed services alongside development.
Where They Fit Best
Companies with a stalled project needing recovery are an explicit target audience.
Businesses exploring AI without internal expertise fit the retained advisory model.
Organisations replacing outdated internal systems appear throughout the documented work.
Operators who would rather lead than learn technology are the stated audience.
Mid-market companies without internal technology leadership fit the documented pattern. Reported minimum project size is twenty-five thousand dollars, with documented engagements ranging from twenty thousand dollars to figures in the millions.
Organisations that have already had a project fail elsewhere are an explicit target, which is unusual and useful.
Tradeoffs Worth Knowing
Rescue work carries inherent risk. Inheriting an unfamiliar codebase is harder than starting fresh, and estimates on such work are less reliable.
The firm operates from Texas serving clients nationally, so establish meeting expectations.
Retainer models suit ongoing need and fit poorly with one-off projects. Establish which you have before discussing price.
One directory summary notes that some clients have experienced difficulties with bugs and faults in delivered software. For a firm that rescues other people’s broken projects, that is worth raising directly rather than glossing over. Ask about testing practice and what happens when defects appear after handover.
The review base is small at around fifteen entries, which is thin for a firm operating since 2010. Weight your own references accordingly.
Hourly rates are not published on directories, and the retainer model prices differently from project work. Establish which arrangement applies.
Project values span an enormous range across the review base, so confirm where your work sits relative to their typical engagement.
The firm changed ownership in 2012, which matters if you are relying on the full operating history.
Practical Notes
The firm states software should pay for itself, which frames its engagements around return rather than delivery alone.
The firm holds a top rating with the national business bureau, registered since 2011.
Documented sectors include legal technology, education, logistics, and aviation.
One client describes updating existing enterprise applications across several scopes of work.
One client describes the team proposing an approach they had not considered, producing a better result than envisioned.
Another reports delivery ahead of schedule and on budget, with full documentation and developer handoff.
The firm has appeared repeatedly on regional employer and growth rankings.
Ask specifically about testing and defect handling, given the documented feedback.
Confirm whether you are buying a retainer or a project.
Request references from rescue engagements if that is your situation.
Agree acceptance criteria and warranty terms in writing.
Ask what a retainer month actually delivers.
Confirm who owns code and documentation.
Agree escalation routes before starting.
Check notice periods on retainer arrangements.
How They Compare
The firm has run since 2010 under current ownership from 2012. Longevity in this category implies repeat business rather than constant acquisition.
Retainer pricing starting near two thousand five hundred dollars monthly makes senior advice accessible to mid-market operators.
The rescue positioning is genuinely uncommon. Firms willing to inherit someone else’s broken codebase are scarce, and that willingness signals confidence.
Against general agencies, the rescue positioning suits buyers already burned once. Against consultancies, this builds as well as advises. Against offshore providers, domestic rates buy accountability and easier communication. For a mid-market operator wanting senior guidance without hiring a technology leader, the retainer model is a reasonable structure.
What to Verify Before Choosing Frogslayer
- Testing practice and defect handling after delivery
- Warranty terms and acceptance criteria
- Whether retainer or project pricing applies
- References from engagements like yours
- Rate structure, since nothing is published
- Who specifically holds the senior advisory role
- Exit terms if the retainer stops working
- Team size assigned to your account
- Security practices for your sector
- Support arrangements after delivery
